Fine-tuning Whisper on Low-Resource Languages for Real-World Applications

Vincenzo Timmel; Claudio Paonessa; Manfred Vogel; Daniel Perruchoud; Reza Kakooee

Fine-tuning Whisper on Low-Resource Languages for Real-World Applications

Vincenzo Timmel, Claudio Paonessa, Manfred Vogel, Daniel Perruchoud, Reza Kakooee

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Anthology ID:: 2025.swisstext-1.5
Volume:: Proceedings of the 10th edition of the Swiss Text Analytics Conference
Month:: May
Year:: 2025
Address:: Winterthur, Switzerland
Editors:: Jonathan Gerber, Mark Cieliebak, Don Tuggener, Manuela Hürlimann
Venue:: SwissText
SIG:: SIGSEM
Publisher:: Association for Computational Linguistics
Note:
Pages:: 57–65
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URL:: https://aclanthology.org/2025.swisstext-1.5/
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Cite (ACL):: Vincenzo Timmel, Claudio Paonessa, Manfred Vogel, Daniel Perruchoud, and Reza Kakooee. 2025. Fine-tuning Whisper on Low-Resource Languages for Real-World Applications. In Proceedings of the 10th edition of the Swiss Text Analytics Conference, pages 57–65, Winterthur, Switzerland. Association for Computational Linguistics.
Cite (Informal):: Fine-tuning Whisper on Low-Resource Languages for Real-World Applications (Timmel et al., SwissText 2025)
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PDF:: https://aclanthology.org/2025.swisstext-1.5.pdf

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@inproceedings{timmel-etal-2025-fine,
    title = "Fine-tuning Whisper on Low-Resource Languages for Real-World Applications",
    author = "Timmel, Vincenzo  and
      Paonessa, Claudio  and
      Vogel, Manfred  and
      Perruchoud, Daniel  and
      Kakooee, Reza",
    editor = {Gerber, Jonathan  and
      Cieliebak, Mark  and
      Tuggener, Don  and
      H{\"u}rlimann, Manuela},
    booktitle = "Proceedings of the 10th edition of the Swiss Text Analytics Conference",
    month = may,
    year = "2025",
    address = "Winterthur, Switzerland",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.swisstext-1.5/",
    pages = "57--65"
}

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%0 Conference Proceedings
%T Fine-tuning Whisper on Low-Resource Languages for Real-World Applications
%A Timmel, Vincenzo
%A Paonessa, Claudio
%A Vogel, Manfred
%A Perruchoud, Daniel
%A Kakooee, Reza
%Y Gerber, Jonathan
%Y Cieliebak, Mark
%Y Tuggener, Don
%Y Hürlimann, Manuela
%S Proceedings of the 10th edition of the Swiss Text Analytics Conference
%D 2025
%8 May
%I Association for Computational Linguistics
%C Winterthur, Switzerland
%F timmel-etal-2025-fine
%U https://aclanthology.org/2025.swisstext-1.5/
%P 57-65

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Markdown (Informal)

[Fine-tuning Whisper on Low-Resource Languages for Real-World Applications](https://aclanthology.org/2025.swisstext-1.5/) (Timmel et al., SwissText 2025)

Fine-tuning Whisper on Low-Resource Languages for Real-World Applications (Timmel et al., SwissText 2025)

ACL

Vincenzo Timmel, Claudio Paonessa, Manfred Vogel, Daniel Perruchoud, and Reza Kakooee. 2025. Fine-tuning Whisper on Low-Resource Languages for Real-World Applications. In Proceedings of the 10th edition of the Swiss Text Analytics Conference, pages 57–65, Winterthur, Switzerland. Association for Computational Linguistics.